Quality Assurance

==DATE CHANGED== May 27th's event is re-scheduled --> to Jun 17. This month's meetup discusses 3 papers from the ICLR 2026 conference held in April. This won't be as much of a deep dive into one paper, but I'd like to give an overview / some intuition on latest modeling approaches in cell modeling & AI in biology. 1 - [scDFM](https://arxiv.org/abs/2602.07103) \- a **flow matching** model predicting cell transitions in the transcriptomics space as a result of applying perturbations 2 - [TxFM](https://openreview.net/pdf?id=NqZqClqtTK) - **a masked autoencoder style foundation model** trained on a well-curated transcriptomics dataset. Authors demonstrate: how important data quality is in biological models, outweighing sheer scale. 3 - [VCWorld](https://arxiv.org/abs/2512.00306) \- a **world model** approach for virtual cell simulation. A **white-box, cell simulator** approach that **combines structured biological knowledge with LLMs** === ENTRY DETAILS === \- QR code with entry information is available in the "Photos" section of this event page\. \- Gate closes at 18:15 \- no late entries\.

Google Cloud Budapest Meetup is back! Join us on June 17th at the Aliz office in Budapest for an evening of deep-tech insights, practical engineering strategies, and networking with fellow Google Cloud and AI enthusiasts. As AI tools reshape the development landscape, the definition of a "good engineer" is shifting. This meetup isn't about generic AI prompts - it's about the concrete skills and old-school engineering discipline required to build reliable, scalable, AI-native applications. 🎫 The event is free, but seats are limited. **Save yours now! 👇** ⌛ Register here: [https://www.aliz.ai/en/event/google-cloud-budapest-meetup-2026](https://www.aliz.ai/en/event/google-cloud-budapest-meetup-2026) ================= **Talk 1** **Becoming a Context Engineering Professional in Your Domain** by Tamás Imets (AI Solution Architect), Aliz The most underrated skill in the AI era: context engineering. How to structure prompts, design context windows, and become a force multiplier in your technical domain. Practical patterns from the field that turn good engineers into AI-native practitioners. **Talk 2** **The Revenge of the Fundamentals: old-school ideas winning in the AI era** by Máté Czékus (Lead Architect) and Aamna Tayyab (Head of Delivery), Adroit Group The core argument: LLMs accelerate code generation are non-deterministic and inconsistent by default, which makes foundational engineering practices and tooling more important then ever. Teams that skipped the fundamentals, or was still hand rolling checks when AI arrived are paying for it at integration boundaries — it'll be way more harder to guide agent to write compliant and consistent code, and even harder to review the huge amount that was generated. Three fundamental tools doing more work than they get credit for: * JSON Schema — enforcing the contract between modules * TDD — writing the tests before the code * Linters and formatters — static governance that guides the shapeand correctness what the model sometimes misses even with context Máté brings a live demo: one real multi-cloud cost explorer example showing what AI tooling produces by default vs the disciplined version side by side. ================= 📣 Meet the speakers **Tamás Imets** An **AI Solution Architect** at **Aliz** who has been tinkering with tech since age 13 - moving from taking apart toys for robots to founding an AI startup where he led product and engineering. When he’s not building AI-native systems, you’ll find him backpacking through East Asian megacities, playing squash, or experimenting with new musical instruments. **Máté Czékus** He is a **software engineer** at **Adroit Group** who spends his days planning, testing, and refactoring systems while exploring the latest technologies. A passionate specialty coffee enthusiast and functional programming nerd, he believes that if you can build something, you should also be able to deploy and maintain it. **Aamna Tayyab** As **Head of Delivery** at **Adroit Group**, Aamna works at the intersection of product and engineering analyzing requirements, shaping architecture, and turning ambiguous ideas into work teams can actually deliver. Alongside her job, she co-organizes GDG Budapest and stays active in the Google developer community. ================= ☁️ Exclusive Google Cloud meetup in Budapest. 🍕 Cool presentations from experts and a networking opportunity - drink and snacks are on us. 🏎️ Free guarded parking. 🐶 Dog-friendly venue. ⌚️ Arrival from 18:30, presentation starts at 19:00. 🎫 Free, limited seats event, ensure yours by registering: https://www.aliz.ai/en/event/google-cloud-budapest-meetup-2026

Join us for a fun evening of beer tasting and networking with fellow Budapest ex-pats at our next meetup event! Whether you're new in town or a long-time resident, this is the perfect opportunity to connect. Our event will feature a variety of local and international brews for you to sample and discuss, while enjoying great conversations. Don't miss out on the chance to make new friends and discover new favorite beers at Beer People at Lázár utca 7. Come raise a glass with us at the Ex-Pat & English Language Meetup!

HunBAN Startup Arena is a **monthly event series** by the Hungarian Business Angel Network (HunBAN), created to connect **early-stage founders** with **angel investors** and the **wider startup ecosystem**. Each edition blends **inspiring fireside chats** with **live startup pitches** and **Q&A** from the audience and experienced investors. The event series provides a regular platform for: * **Early-stage startups** to showcase ideas and gain valuable investor insights * **Business angels** and investors to discover the local startup dealflow * **Ecosystem players and students** to engage with Hungary’s dynamic startup scene After the official program, participants are invited to stay for **networking** — continuing the conversation in an informal, inspiring setting. Current Event Details **📅 Date & Time:** 2026\. June 17\. 18:00 \- 22:00 **📍 Venue:** STRT Office, Budapest, Lövőház street 39. 🎟️ **Tickets**: https://www.tixa.hu/startup-arena-june-20260617 **🎤 Fireside chat:** From Capital to Community: How O3 Partners Is Rewriting the VC Playbook * Guest: Péter Oszkó - Founder & Managing Partner at O3 Partners * Guest: Hyun Kyung Noh - Investment Director at O3 Partners * Host: Ádám Brándisz - Community & Operations Manager at HunBAN O3 Partners is building a new gateway to private capital in Europe. With roots in Central and Eastern Europe, the company acquires and develops stakes in fund managers, investment advisers, and investment funds across venture capital, growth equity, and buyout strategies. Today, O3's partner network includes firms such as 3TS Capital Partners, Catalyst Advisory, and OXO Labs, representing more than €300 million in assets under management and over 90 investments to date. As the private capital industry continues to consolidate, O3 is opening its next phase of growth to individual investors through an equity crowdfunding campaign on SeedBlink. **🚀 Founders pitching their investment case:** * coming soon

Come meet people and play new board games with the international members of the BFG Whatsapp group! [Link to join the chat is here](https://chat.whatsapp.com/ICAamEEv2GCAMKM977k0Wm). We’ll reserve a few tables at Vault 51 and then play games in smaller groups throughout the evening. **Note:** *Vault 51 requires that you pay a 600 Ft table fee per person at the bar.* Feel free to bring games you want to play or play something from the bar’s collection. Hot food and snacks are available from the bar until about 10pm Spots for this event are limited to not go too far over our table reservation, so please change your RSVP if you are not able to attend, also if you are on the waitlist, please wait to be in the "going" before attending! Also everyone can bring 1 guest only. Don't bring more, we wont have enough seats! Thanks you!

Középhaladó argentin tangó óra heti rendszerességgel januártól! Várunk szeretettel! **Időpont**: Szerda, 19.00 - 20.15 (első alkalom 2026-ban: **január 6.)** **Helyszín**: Shift Stúdió, Andrássy út 35., 2. em., 12-es kapucsengő **Oktatók** Serbán Andrea és Szeghalmi Endre [További részletek és órarend](www.tangolibre.hu) ✦✦✦ Intermediate Argentine tango class held on a **weekly basis**. **🕒 Time** Wednesday, 7:00–8:15 PM **📍 Location** Shift Studio, Andrássy út 35., 2nd floor **Teachers** Andrea Serban & Endre Szeghalmi Prices: [https://tangolibre.hu/en/prices/](https://tangolibre.hu/en/prices/)

Haladó argentin tangó óra heti rendszerességgel januártól! Várunk szeretettel! **Időpont**: Szerda, 20:15 - 21:30 (első alkalom 2026-ban: **január 6.)** **Helyszín**: Shift Stúdió, Andrássy út 35., 2. em., 12-es kapucsengő **Oktatók** Serbán Andrea és Szeghalmi Endre Órarend: [https://tangolibre.hu/orarend/](https://tangolibre.hu/orarend/) ✦✦✦ Advanced Argentine tango class held on a **weekly basis**. **🕒 Time** Wednesday, 8:15–9:30 PM **📍 Location** Shift Studio, Andrássy út 35., 2nd floor **Teachers** Andrea Serban & Endre Szeghalmi Prices: [https://tangolibre.hu/en/prices/](https://tangolibre.hu/en/prices/)

Mit csinálsz június 18-án? Mert mi biztosan ott leszünk az idei **BeerUP Tech Fest**en, és neked is ott a helyed! A lényeg idén sem változott: izgalmas témákkal, pörgős előadásokkal és hideg sörökkel várunk. Aki volt már, tudja: a BeerUP-ot a hangulat és a közösség teszi azzá, ami. Itt a legfrissebb tech topicok mellett végre jut idő az ismerkedésre és arra, hogy találkozzunk egymással. Gyere el, és formáljuk együtt a hazai IT közösséget! **A részvétel ingyenes, de regisztrációhoz kötött!** Foglald le a helyed most: [https://digitalk.tech/beerup-tech-fest-2026](https://digitalk.tech/beerup-tech-fest-2026) Hívd meg a csapatot is! Használd a regisztráció után kapott kódodat: minden meghívott ismerősöd után egy sörkupont kapsz tőlünk. A promókód-verseny győztesét pedig külön díjazzuk az este folyamán. **Tervezett agenda**: **BrewStage program:** **17:00 - 17:25** Bonda Balázs & Szilvai Zoltán (Diligent) - Vibe Coding a valóságban - Hogyan dolgozzon együtt Product és Engineering az AI korában? **17:25 - 17:50** Tujner Viktória (ALDI International IT Services) - Geopolitikai játszmák hatása az információbiztonságra - Kína térnyerése az ICT szektorban **17:50 - 18:15** Rafael Keramidas (SideQuest Bar) - NodeJS is dead, long live NodeJS **18:15 - 18:40** Géresi János & Torma Zsolt (Audi Hungaria) - Győrből a világnak - hétköznapok és kihívások egy VW Csoport Kompetencia Központ életében **18:40 - 19:05** Czirok László & Kósa Eszter (TC2) - AI-alapú MSP működés: observability, automatizáció és Day-2 üzemeltetés AWS-en **19:05 - 19:30** Kiss Tamás (Dakai Group) - AI-ready organization: hogyan tegyük a business kezébe az automatizációt? **19:30 - 19:55** Lehóczky Zoltán (Lombiq Technologies) - Biztonságos webes platformok szabályozott környezetben: CMS, portálframework vagy egyedi fejlesztés? **19:55 - 20:20** Kiss Dávid (Nova Services Zrt.) - Egy kódbázis, sok platform – meddig bírja a web? **20:20 - 20:45** Tanx Wang & Bodak Dániel (SANGFOR - CDSYS) - VMware után: hogyan válasszunk új virtualizációs platformot pánikmigráció helyett? **20:45 - 21:05** Takács Krisztián & Nagy Gábor(Vivesec Box) - Hogyan védjük és használjuk egyszerre a vállalati adatvagyont? **21:05 - 21:25** Bíró Róbert (Uphome) - Okosépület-forradalom fejlesztői keretrendszer segítségével **HopZone program:** **17:20 - 17:45** Major Balázs - Data Lake megvalósítása adatplatform nélkül – valós idejű aggregálás **17:45 - 18:10** Kelemen Márton - Kiberbiztonság újratöltve: Túlélési kézikönyv az AI és a modern compliance korában **18:10 - 18:35** Boros Dániel - SIMD-től a GPU-ig: nagy teljesítményű nem-markovi szimulációk Rustban **18:35 - 19:00** Papp Dávid - A hálózat Shazamja: Valós idejű fenyegetésészlelés eBPF-fel és JA4+ ujjlenyomat-azonosítással **19:00 - 19:25** Borbély Máté - A naiv RAG-en túl: megbízható AI support rendszerek strukturált reprezentációkkal **19:25 - 19:50** Molnár Kata - Prompt, inject, breach – security testing az AI-korban **19:50 - 20:15** Peller Balázs (CDSYS) - Enterprise-szintű jogosultságkezelés - hónapok alatt az évek helyett **20:15 - 20:40** Előadó hamarosan (HexaIO) - Voice SDK a gyakorlatban: így lesz a hangvezérlésből beépíthető fejlesztői komponens **20:40 - 21:10** Varga Károly - A budapesti tech community: mi van a motorháztető alatt? **FutureShift program:** **16:00 - 16:30** Dr. Mezősi Balázs (CliMates' Alliance)- Hogyan tervezzünk beruházásokat a zöld átállás korszakában? **16:30 - 17:15** Cserneczky Tamás (CliMates' Alliance) - Hogyan alakítsuk termékportfóliónkat a zöld átállás korszakában? **17:15 - 18:00** Kerekasztal beszélgetés - Hogyan lehet versenyképes a magyar ipar a zöld átállás korszakában? **Egyéb program:** Az esemény során lehetőséget biztosítunk a **Kaptár Napközi** számára, hogy bemutassa tevékenységét és küldetését a résztvevőknek.

FlowDan’s Mix is a Latin-inspired dance party workout. High energy, easy-to-follow choreographies, and nonstop good vibes! Each class has a theme we dance through Class fee: 2500 Huf 5 class pass: 10000 Huf

*“The idea that we live in a universe without meaning is a difficult one to accept.”* *―* Richard Dawkins *“Science can tell us how the heavens go, but not why we are here.”* *―* Stephen Jay Gould **Session in english! Also available on [consciouspass.com](https://consciouspass.com/activity/philosophy-session-science-noma-and-the-limits-of-knowledge-2026-06-19/) for Karma Points.** Science has transformed the world. It has allowed us to predict nature, cure diseases, build technologies, and understand ourselves better than any previous civilization. But a question remains: Are there limits to where science cannot reach? Should there be limits to science? What happens when science gets in other territories like culture, morals or values? * **The scientific naturalist view**: reality is ultimately explained through physical processes. * **NOMA** (Non Overlapping Magisteria) or the idea that science and religion answer different kinds of questions. * **Critiques of scientism**: the belief that science is the only valid way of knowing. Thinkers like Richard Dawkins, Stephen Jay Gould, and Mary Midgley approach these questions from very different directions. **You do NOT need to have read any of the books**. **Introduction of guests (15 minutes)** We start with a short introduction of the topic and of the guests * Which main driver do you think has the most influence on the outcome for a nation? **Questions (1 hour and 45 minutes)** 1. What meaningful things are there that science will never be able to explain? 2. If a belief cannot be falsified, does that make it irrational? 3. If science explains how something happens, does it also explain why it matters? 4. Should we trust science because it is useful, or because it is true? 5. Evolution can explain why humans developed morality, would that make morality less real? 6. If the universe has no built-in meaning, can human-created meaning be just as real? 7. Would a world with perfect happiness but no truth be better than a world with suffering but genuine knowledge? 8. Is religion answering different questions than science, or are they competing? 9. If religions disappeared tomorrow, would humanity lose something important? 10. If a religious belief produces good consequences but is scientifically unprovable, should we keep it? 11. Is believing only what can be scientifically proven itself a belief that science cannot prove? 12. Can religion remain in a “separate domain” if it makes claims about reality (miracles, creation, afterlife)? 13. If science explains how humans came to believe in God, does that undermine the religious belief itself? 14. If only scientifically verifiable statements are meaningful, is that rule itself meaningful or scientifically provable? 15. Problem of induction: If something has always worked in the past, is that a good reason to trust it will work in the future—or just a habit of thinking? 16. Problem of uniformity: Why do we trust that a star 10 billion light-years away follows the same rules as experiments on Earth? *** **RSVP:** Please confirm your attendance here on Meetup OR [consciouspass.com](https://consciouspass.com/activity/philosophy-session-science-noma-and-the-limits-of-knowledge-2026-06-19/) (get Karma Points for assisting!) In both cases, in case you cannot come, please yield your space to another person in the waiting list. **We are testing a different days and a different places. This is a tea place so you are encourage to try some tea.**

Please sign up in advance! Hot Paprika Presents: Budapest’s Best Pub Quiz! Sign Up: https://forms.gle/CouTc9QdmoPqEkRp8 Join us for the Hot Paprika Pub Quiz at Bunkert, kicking off at 8 PM! This isn’t your average trivia night—it's hosted by comedians, so expect uncomfortable laughs, unexpected twists, and an unforgettable time! What to Expect: Diverse Topics – From pop culture to history, no subject is off-limits! Comedian Hosts – The hilarious Tauseef Parvez will keep you entertained. Big Prizes – Weekly winners score free comedy show tickets & bar discounts . Donation-Based – Come, play, and support the show however you can! Gather your team, sharpen your wits, and let’s make trivia night legendary! Register now and don’t miss out!

Hot Paprika Comedy Presents: Open Air English Comedy Showcase! Looking for the perfect way to spend your summer evenings? Join us at Mixát for our Open Air English Comedy Showcases, bringing you top-tier laughs under the sky! Shows kick off at 7:30 PM — but we recommend arriving early as seating is limited! Entry is free, but we suggest a minimum donation of 2000 HUF to help support the hardworking comedians and organizers who bring these shows to life. We accept cash, revolut, transferwise or your kidneys. Expect a carefully curated lineup featuring the best English-speaking comedians Budapest has to offer. It’s the perfect blend of comedy, community, and summer vibes. In case of bad weather, don't worry. We have an indoor venue where we can host the show. Bring your friends, grab a drink, and laugh your way through the summer with Hot Paprika Comedy!

Hello everyone, Take a break from your week, make progress on your reading in good company, then join a relaxed chat about what everyone's been reading. **Schedule** 10:30 \- 11:00 \| Arrival & Introduction round 11:00 \- 12:00 \| Silent Reading Hour 12:00 \- 13:00 \| Chat & Discussion **Location** Metropolitan Ervin Szabo Public Library, Boulevard Library It will take place in the event room. After you enter the library, turn right, cross the lounge, and go down the stairs at the far end. If you bring snacks, you can have them in the lounge area. Whether you're a regular or a first-timer, you're welcome. See you there! **[Facebook Page](https://www.facebook.com/people/Budapest-Silent-Book-Club/61567388151835)** **[Goodreads](https://www.goodreads.com/group/show/1271292-budapest-silent-book-club)**[ ](https://www.goodreads.com/group/show/1271292-budapest-silent-book-club) **[Silent Book Club](https://silentbook.club/pages/about-us)** This is a free event, but Meetup has its own fee. If you'd like to contribute and help keep this going, you're welcome to donate [via Revolut](https://revolut.me/schmidtpeter), every bit helps! (we keep track of all donations in this [spreadsheet](https://docs.google.com/spreadsheets/d/1C_N9CN_pQO5aUYezqzQW4GS7pr8IfplchwG8-ruZ19g/edit?usp=sharing))

Every Saturday at 8:00 PM, we gather in the city to share languages, cultures, and conversations. [[Click this whatsapp groupchat link to join](https://chat.whatsapp.com/CrJ7hXrYgckCM0f1D4kRUZ)] Our group is made up of friendly 20s–30s people — locals, expats, and travelers alike — who come together to meet new people and explore different ways of thinking. Whether you’re new to Budapest or call it home, this meetup is your chance to connect in a relaxed, open-minded space. Join us to swap stories, practice new languages, and build genuine friendships across cultures.

Important: Register on [AICamp website](https://www.aicamp.ai/event/eventdetails/W2026061814) is required for admission. **Description:** Welcome to the AI meetup in Washington DC. Join us for deep dive tech talks on AI, GenAI, LLMs and Agents, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. **Agenda:** \* 5:30pm\~6:00pm: Checkin, Food/drink and networking \* 6:00pm\~8:00pm: Tech talks and Q&A \* 8:00pm: Happy Hour at Courthouse Social (cross the street) **Tech Talk: Secure Developer Environments in the Age of AI Agents** **Speaker:** Patrick Brown (Coder) **Abstract:** Federal engineering teams are under pressure to ship faster while meeting some of the most demanding security and compliance requirements in the world. In this talk, Patrick Brown of Coder explores how cloud development environments (CDEs) give agencies a foundation to accelerate software delivery without sacrificing control — and why that foundation matters even more as AI-powered coding agents enter the workflow. He'll cover how CDEs keep source code off endpoints, enforce zero-trust access patterns, and provide the consistent, ephemeral infrastructure that both human developers and AI agents need to operate safely at scale. **Speakers:** Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 5,000+ AI developers in D.C and 500K+ worldwide.

Join us for an afternoon of connection, conversation, and creative community! Whether you're an artist, musician, writer, performer, maker, entrepreneur, or simply someone who enjoys being around creative people, you're welcome to join us. Creative work can be deeply personal, but many of us grow further when we're supported by a community. This gathering is an opportunity to connect with fellow creatives, share what you're working on, exchange ideas, celebrate wins, and encourage one another along the way. There is no formal agenda—just a relaxed opportunity to gather, connect, and be inspired. Feel free to bring: • A project you're working on • An upcoming event to share • Questions, ideas, or creative challenges • A friend who would enjoy the community Feel free to bring a snack or beverage to share if you'd like, but your presence is what matters most. Come for the entire gathering or just stop by for a bit—whatever works best for your schedule. Musicians and performers are welcome to share works in progress if they'd like. The space includes two pianos and an organ, as well as some basic audio/video recording equipment. If you anticipate needing any specific equipment or setup, please mention it when you RSVP. **Saturday, June 27** **3:30 PM** Please RSVP so we know how many to expect. Address will be provided upon RSVP. Looking forward to seeing both familiar and new faces!

We’ll check out two coffee shops in Leesburg. Goosecup: we will initially meet at this location at 10AM. Around 10:30AM we'll walk to the second coffee shop 216 S King St, Leesburg, VA 20175 Shake & Bops Botanical Café: meeting here around 10:45AM 19 Wirt St SW, Leesburg, VA 20175 These are small shops, so we’ll limit the number in this meetup. Please have a picture profile so we can recognize you in the meetup. Please only sign up if you're sure about attending this meetup, and please update your RSVP as soon as possible if you need to cancel, thank you!

Join us for another optional writing session! Feel free to bring a project you're already working on or start something new with us. If anything interesting comes up while you're writing, you can share it with the group, but no pressure!

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

Click here to Register/RSVP: https://online.innerengineering.com/en/event-details/24199 Isha Kriya is a free guided meditation that takes only 12-18 minutes and can be easily practiced at home, work, or anywhere else. This meditation is designed to promote clarity, health, and joy, and its simplicity and effectiveness make it a truly special experience. Through regular practice, Isha Kriya can offer the following benefits: Decreased stress and negative emotions Enhanced clarity Heightened focus and energy Greater sense of peace and joy Duration: 60 minutes Open to all aged 12+ (Minors between 12-17 must be accompanied by an adult).

[Profs and Pints Northern Virginia](https://www.profsandpints.com/washingtondc) presents: **“Can Artificial Intelligence ‘See’?”** A look at how humans and artificial intelligence systems interpret the visual world in fundamentally different ways, with Arryn Robbins, assistant professor of psychology at the University of Richmond and cognitive scientist who researches visual attention, perception, and category learning. [Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/nv-can-AI-see](https://events.ticketleap.com/tickets/profsandpints/nv-can-AI-see) .] Artificial intelligence can now identify faces, categorize objects, describe scenes, and outperform humans on certain visual tasks. But does AI actually “see” the world the way that people do? Or does it arrive at correct answers using representations that differ markedly from human perception? Join Arryn Robbins of the University of Richmond for a fascinating exploration of how humans and AI construct meaning from visual information and a look at comparisons between human perception and AI that reveal just how dynamic and context-dependent our own visual systems really are. Dr. Robbins, who previously has given excellent Profs and Pints talks on flaws and biases in human visual perception, will draw from research in cognitive science, visual perception, and AI vision systems. She’ll explain how human perception is not merely a simple recording of the world, but an active process shaped by expectations, context, goals, and recent experience. You’ll learn how humans form flexible mental representations that allow us to recognize objects across changing environments and conditions, and why those representations continuously adapt as we interact with the world. Many AI systems, by contrast, learn visual categories through statistical patterns in data. They can produce impressive results, but sometimes they also produce strange and unexpected failures, and sometimes they classify images in ways that seem strange to us. Dr. Robbins will discuss what these differences reveal about the nature of perception itself, and why the mismatch between human and AI representations matters for technologies like self-driving cars, medical imaging, facial recognition, and automated surveillance. Important for anyone trying to understand the rapidly growing role of AI in daily life, this talk will explore one of the biggest questions in cognitive science and artificial intelligence: What does it actually mean to “see” and understand the world? (Doors: $17, or $15 with a student ID. Listed time is for doors. The talk starts 30 minutes later.) Image: “Eye Farm” by Nevit Dilmen (Wikimedia Commons).